AI tool intelligence

Find the right AI products for the work.

Our live catalog contains 2,444 researched AI products. Each record keeps current product positioning, fit, limitations, pricing signals, and official destinations together for a clearer decision.

Search products, capabilities, and workflowsBrowse the index ↓
2,444AI products in the catalog
DatedAvailability and evidence checks
IndependentFit, limitations, and alternatives

Public AI tool catalog

Search this public selection by the work you need to improve.

Search the complete catalog by product, capability, workflow, category, or tag. Every result opens a profile built from the same live record.

CC
Catalog evaluation

Developer tools

Claude Code

Claude Code is Anthropic's coding agent for reading codebases, editing files, running commands, debugging, refactoring, and automating development workflows from a terminal or supported IDE. Team and enterprise controls add centralized settings, permissions, and usage visibility.

Agentic codingCLIIDECode reviewMCP
Review
AM
Catalog evaluation

Developer tools

AI/ML API

AI/ML API provides developers with a unified API for chat, reasoning, image, video, audio, voice, search, and other AI models. Its OpenAI- and Anthropic-compatible interfaces, playground, and MCP server let teams test models and integrate them into applications under usage-based billing.

APIModel RoutingModel Context ProtocolOpenAI CompatibilityServerless Inference
Review
AI
Catalog evaluation

Developer tools

AI2SQL

AI2SQL turns natural-language requests into dialect-aware SQL using a connected database schema. It also explains, optimizes, fixes, formats, and runs queries, while its MCP gateway gives AI agents governed, read-only access to live database connections.

Text-to-SQLSQL GenerationDatabase ConnectorsQuery OptimizationMCP
Review
BD
Catalog evaluation

Web scraping

Bright Data

Bright Data is a web data platform providing proxy networks, web-access APIs, pre-built scrapers, datasets, and browser automation. It supports teams collecting, processing, and scaling access to public web data for data applications, AI workflows, and business intelligence.

Web ScrapingProxy NetworksSERP DataDatasetsMCP
Review
BU
Catalog evaluation

Knowledge management

bundleIQ

bundleIQ is an AI-powered knowledge management platform built around the Alani product suite. It helps individuals, publishers, and organizations turn files, content, and enterprise data into cited answers, searchable knowledge rooms, structured records, and agent-ready workflows.

Knowledge BaseSource CitationsDocument AnalysisMCPAI Workflows
Review
BU
Catalog evaluation

No-code platforms

Buzzy

Buzzy is a governed application platform for creating and deploying web and mobile apps. It turns prompts, Figma designs, and APIs into a semantic application definition that runs on a central engine, helping teams deliver applications without managing separate generated codebases.

App DevelopmentFigmaMCPWeb AppsMobile Apps
Review
CO
Catalog evaluation

AI coding assistants

Cosine

Cosine is an AI coding agent for software engineering tasks, from quick fixes to complex migrations. It works through a CLI, cloud workspace, and desktop interface, with support for MCP tools, multi-agent orchestration, and deployment options ranging from public cloud to fully air-gapped environments.

Coding AgentsCLICloud DevelopmentMCPOn-Premises Deployment
Review
DA
Catalog evaluation

AI assistants

DapperGPT

DapperGPT is a workspace for using multiple AI model providers through one interface. It supports rich chat with files and images, conversation search, custom prompts, agents, tools, and MCP integrations, while letting users bring their own provider API keys.

Multi-model chatBring your own API keyMCPFile uploadsChat search
Review
EX
Catalog evaluation

Search APIs

Exa

Exa is an AI search platform for developers building agents and applications that need web data. Its APIs provide web search, page contents, deep research agents, monitors, and structured outputs with citations.

Search APIWeb CrawlingDeep ResearchAI AgentsMCP
Review
FA
Catalog evaluation

Customer data platforms

Faraday

Faraday enriches customer and lead records with U.S. consumer context, and can build predictive models from first-party data. Teams can deliver selected attributes and propensity scores to their stack through an API, MCP, file append, or integrations.

Customer data enrichmentPredictive analyticsLead scoringAPIMCP
Review
FE
Catalog evaluation

Threat intelligence

Feedly

Feedly is a threat intelligence platform for collecting, analyzing, and distributing contextualized intelligence. CTI teams use its agents and AI-assisted research tools to monitor relevant sources, investigate emerging threats, produce briefings, and deliver STIX-formatted intelligence into their security stack.

Cyber threat intelligenceThreat monitoringVulnerability intelligenceSTIXMCP
Review
GR
Catalog evaluation

Developer tools

GRID

GRID provides a spreadsheet engine, viewer, editor, and agent tools for embedding spreadsheet capabilities into products. Its deterministic engine lets applications and AI agents read, calculate, and edit spreadsheet models while supporting Excel and Google Sheets compatibility.

Spreadsheet engineAI agentsExcel compatibilityMCPJavaScript
Review
GR
Catalog evaluation

Meeting assistants

Groupthink

Groupthink is a personal CRM and meeting assistant that captures meeting notes, organizes them around people, and prepares users with relationship context before future conversations. It supports bot and private desktop recording, calendar integrations, and an MCP server for compatible AI assistants.

Meeting notesRelationship intelligenceCalendar integrationMeeting transcriptionMCP
Review
ID
Catalog evaluation

Image generators

Ideogram

Ideogram provides image generation and editing through a web app, API, MCP integration, and open model weights. Its current model emphasizes text rendering, prompt fidelity, editable typography, and post-generation controls for teams creating design assets, product visuals, and branded imagery.

Text renderingImage editingCustom modelsImage APIOpen weights
Review
IN
Catalog evaluation

Data analysis

InfraNodus

InfraNodus is a text-analysis and knowledge-graph platform for turning documents, search results, surveys, and other text into interactive topic networks. It identifies clusters, relationships, sentiment, and content gaps, then uses AI and MCP integrations to generate summaries, research questions, and ideas.

Knowledge graphsText analysisTopic modelingSentiment analysisMCP server
Review
JA
Catalog evaluation

Search tools

Jina AI

Jina AI provides APIs and models for building search and retrieval systems. Developers can convert web pages to LLM-ready Markdown, generate multilingual multimodal embeddings, and rerank documents to improve relevance in enterprise search and RAG applications.

Web content extractionEmbeddingsRerankingRAGMCP
Review
KA
Catalog evaluation

Customer support

Kapa

Kapa turns technical product knowledge into customer-facing and internal AI assistants. It indexes documentation, code, support tickets, PDFs, and community conversations, then delivers source-grounded answers through a website widget, chat platforms, support tools, API, SDK, or hosted MCP server.

Technical documentationKnowledge baseRAGMCPSlack
Review
LA
Catalog evaluation

Developer tools

Latitude

Latitude is an open-source platform for tracing production AI agents, identifying recurring failures, and monitoring fixes. Teams can capture agent telemetry, search sessions, turn failure patterns into signals, generate evaluations, and dispatch coding agents with trace context.

OpenTelemetryAgent monitoringFailure analysisSelf-hostingMCP
Review
LO
Catalog evaluation

Code generators

Locofy

Locofy converts designs from Figma and Penpot into structured frontend code. Designers and developers can work through a plugin, command-line interface, MCP integration, or design URL, then refine generated output and integrate it with workflows such as GitHub Sync or code export.

FigmaPenpotGitHub SyncCommand line interfaceMCP
Review
LA
Catalog evaluation

Game development

Ludo.ai

Ludo.ai is an AI platform for game pre-production, combining game research, concept development, asset creation, and development guidance. Game makers can generate ideas, sprites, images, 3D models, audio, video, and structured game concepts, with API and MCP access on eligible plans.

Game ideationSprite generation3D assetsGame conceptsMarket research
Review
MA
Catalog evaluation

Creative tools

Magnific

Magnific is an AI creative platform for generating, editing, upscaling, and refining images, video, audio, and 3D content. It includes collaborative Spaces, a library of stock assets, and API and MCP access for integrating creative production into other workflows.

Image generationVideo generationImage upscalingCreative workflowsMCP
Review
MA
Catalog evaluation

Developer tools

Mails.ai

Mails.ai provides programmatic email infrastructure for AI agents. Developers can give agents email addresses, send messages, receive structured reply events, scan inbound mail for prompt injection, and use REST, TypeScript, or MCP integrations to build agent email workflows.

Email infrastructureAgent workflowsMCPWebhooksPrompt injection detection
Review
MI
Catalog evaluation

AI agents

MindStudio

MindStudio is a platform for creating and deploying AI-native agents through a visual workflow builder. Users can select from more than 200 models, connect business applications, test agent logic, and deliver agents as web apps, automations, browser extensions, email workflows, APIs, or MCP servers.

Agent WorkflowsWorkflow AutomationNo-CodeModel RoutingAPI Integration
Review
MI
Catalog evaluation

Developer tools

Mintlify

Mintlify is the current product from the team behind Figstack. It lets teams deploy, maintain, and customize documentation sites, including API references, with Git-based workflows or a web editor. Its platform also includes AI assistance, agent tools, search, and publishing controls.

Developer documentationAPI documentationGitHubWeb editorMCP
Review

How the index works

A catalog built for decisions, not rankings.

Commercial relationships can fund the research. They never change product status, fit, limitations, evidence, or the alternatives we show.

Verify what exists

We check availability, product direction, pricing signals, and when the supporting evidence was last reviewed.

Evaluate operational fit

We assess the work it supports, integration requirements, ownership, risk, and where human judgment remains necessary.

Keep the comparison honest

Commercial relationships are disclosed, while credible limitations and alternatives stay visible.

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